Wallet Databases with Observers
CRYPTO '92 Proceedings of the 12th Annual International Cryptology Conference on Advances in Cryptology
Statistical Zero Knowledge Protocols to Prove Modular Polynomial Relations
CRYPTO '97 Proceedings of the 17th Annual International Cryptology Conference on Advances in Cryptology
A Statistically-Hiding Integer Commitment Scheme Based on Groups with Hidden Order
ASIACRYPT '02 Proceedings of the 8th International Conference on the Theory and Application of Cryptology and Information Security: Advances in Cryptology
Client/Server Tradeoffs for Online Elections
PKC '02 Proceedings of the 5th International Workshop on Practice and Theory in Public Key Cryptosystems: Public Key Cryptography
Cryptographic techniques for privacy-preserving data mining
ACM SIGKDD Explorations Newsletter
Privacy preserving association rule mining in vertically partitioned data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Building decision tree classifier on private data
CRPIT '14 Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14
A Secure Protocol for Computing Dot-Products in Clustered and Distributed Environments
ICPP '02 Proceedings of the 2002 International Conference on Parallel Processing
Universally Composable Security: A New Paradigm for Cryptographic Protocols
FOCS '01 Proceedings of the 42nd IEEE symposium on Foundations of Computer Science
State-of-the-art in privacy preserving data mining
ACM SIGMOD Record
Privacy-preserving distributed k-means clustering over arbitrarily partitioned data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Public-key cryptosystems based on composite degree residuosity classes
EUROCRYPT'99 Proceedings of the 17th international conference on Theory and application of cryptographic techniques
Efficient proofs that a committed number lies in an interval
EUROCRYPT'00 Proceedings of the 19th international conference on Theory and application of cryptographic techniques
Augmented oblivious polynomial evaluation protocol and its applications
ESORICS'05 Proceedings of the 10th European conference on Research in Computer Security
On private scalar product computation for privacy-preserving data mining
ICISC'04 Proceedings of the 7th international conference on Information Security and Cryptology
Oblivious scalar-product protocols
ACISP'06 Proceedings of the 11th Australasian conference on Information Security and Privacy
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Secure scalar product protocols provide fundamental security components for distributed data mining with privacy concerns. This paper makes two contributions in the shared-scalar-product protocols. In the first fold, a security model for shared-scalar-product protocols in the malicious model is introduced and formalized. In the second fold, an implementation for shared-scalar-product protocols based on the homomorphic cryptographic primitives is proposed which is provably secure assuming that the underling homomorphic encryption scheme is semantically secure and the homomorphic commitment scheme is statistically hiding and computationally binding in the public reference string model. The potential areas of application of this protocol are numerous (e.g., computation of Euclidean distance, oblivious linear auxiliary information computation and so on...).